Information Processing and Management of Uncertainty in Knowledge-Based Systems: 19th International Conference, IPMU 2022, Milan, Italy, July 11–15, ... in Computer and Information Science) - Softcover

 
9783031089732: Information Processing and Management of Uncertainty in Knowledge-Based Systems: 19th International Conference, IPMU 2022, Milan, Italy, July 11–15, ... in Computer and Information Science)
Softcover
ISBN 10: 3031089731 ISBN 13: 9783031089732
Verlag: Springer, 2022

Inhaltsangabe

This two-volume set (CCIS 1601-1602) constitutes the proceedings of the 19th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2021, held in Milan, Italy, in July 2022. 

The 124 papers were carefully reviewed and selected from 188 submissions. The papers are organized in topical sections as follows: aggregation theory beyond the unit interval; formal concept analysis and uncertainty; fuzzy implication functions; fuzzy mathematical analysis and its applications; generalized sets and operators; information fusion techniques based on aggregation functions, pre-aggregation functions, and their generalizations; interval uncertainty; knowledge acquisition, representation and reasoning; logical structures of opposition and logical syllogisms; mathematical fuzzy logics; theoretical and applied aspects of imprecise probabilities; data science and machine learning; decision making modeling and applications; e-health; fuzzy methods in data mining and knowledge discovery; soft computing and artificia intelligence techniques in image processing; soft methods in statistics and data analysis; uncertainty, heterogeneity, reliability and explainability in AI; weak and cautious supervised learning.


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Verlag
Springer
Erscheinungsdatum
2022
Sprache
Englisch
ISBN 10 
3031089731
ISBN 13 
9783031089732
Einband
Tapa blanda
Auflage
1
Anzahl der Seiten
820
Herausgeber
Ciucci Davide, Couso Inés, Medina Jesús, Ślęzak Dominik, Petturiti Davide, Bouchon-Meunier Bernadette, Yager Ronald R.
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